• Study On Optical Communications
  • Vol. 49, Issue 6, 72 (2023)
Yu-ze LI* and Xin-an LI
DOI: 10.13756/j.gtxyj.2023.06.009 Cite this Article
Yu-ze LI, Xin-an LI. Beam Selection Algorithm in Millimeter Wave based on GCNet[J]. Study On Optical Communications, 2023, 49(6): 72 Copy Citation Text show less
The scheme of data preprocess
Fig. 1. The scheme of data preprocess
The diagram of Neural network structure block
Fig. 2. The diagram of Neural network structure block
The block diagram of GCNet
Fig. 3. The block diagram of GCNet
The comparison of Top-k accuracy A(k)
Fig. 4. The comparison of Top-k accuracy A(k)
The comparison of Top-k throughput T(k)
Fig. 5. The comparison of Top-k throughput T(k)
The comparison of algorithm convergence
Fig. 6. The comparison of algorithm convergence
参数
载波频率/GHZ60
基站发射功率/dBm0
基站天线高度/m4
波束数量100
雷达模型Velodyne HDL-64E2
雷达扫描距离/m120
Table 1. Dataset parameters
方案时间/μs
GCNet2.842
文献[10]2.760
文献[8-9]2.584
Table 2. Running time comparison